Solve EigenValue problem analytically
(A - λI)x = 0
Requiring that |A-λI| = 0 we have that the expansion of determinants leads to the polynomial equation (characteristic)
For which the roots are the EVs
Jacobi Method (idea)
Require that A is symmetric
We can take any non singular matrix P and replace x with Px*
This is repeated using rotation matrices
General Form of Jacobi rotation matrix
To find θ for element Akl* to equal 0
Where A* = R-1AR
We have
Cos(0)
1
Cos(π)
-1
Cos(π/2)
0
Sin(0)
0
Sin(π)
0
Sin(π/2)
1